Senthil.E's starred repositories
llama-recipes
Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama for WhatsApp & Messenger.
dask-tutorial
Dask tutorial
90DaysOfDevOps
This repository started out as a learning in public project for myself and has now become a structured learning map for many in the community. We have 3 years under our belt covering all things DevOps, including Principles, Processes, Tooling and Use Cases surrounding this vast topic.
mlops-with-vertex-ai
An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
streamlit_freecodecamp
Build 12 Data Apps in Python with Streamlit
ctci-python-solutions
Cracking the Coding Interview in Python 3. The solutions all have detailed explanations with visuals.
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
data-science-on-aws
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.